Developing Solar Energy In Rural Virginia: An Analysis Of Legal, Environmental, And Policy Issues,
2022
William & Mary Law School
Developing Solar Energy In Rural Virginia: An Analysis Of Legal, Environmental, And Policy Issues, Reza Kameli, Sun Shen
Virginia Coastal Policy Center
This paper focuses on the legal, environmental, land use, and policy issues associated with developing solar energy projects in Virginia, with a particular focus on large-scale installations in rural areas. Part II discusses state laws, regulations, and recent legislative actions that relate to solar development, including the Virginia Stormwater Management Act and Erosion and Sediment Control Law. Part III reviews local strategies for managing solar development, including comprehensive plans, ordinances, siting agreements, and conditional use permits. Part IV addresses the challenges localities may face when balancing land preservation and Virginia’s ambitious clean energy goals. Finally, Part V provides recommendations for …
The Public’S Case Against Dte Energy: Extracting Profits, Inducing Health Harms, And Damaging Democracy,
2022
Wayne State University, Detroit, MI
The Public’S Case Against Dte Energy: Extracting Profits, Inducing Health Harms, And Damaging Democracy, Alex B. Hill, Bridget Vial, Aly Shaw, Gin Armstrong, Robert Galbraith
Urban Studies and Planning Faculty Research Publications
Together with our partners, MEJC and LittleSis, We The People Michigan finds that DTE has extracted profit from its customers through hundreds of thousands of shutoffs, the second highest amount of rate hikes in the country, and unnecessary power outages that leave customers without power. They have invested heavily in new fossil fuel power plants that place significant health burdens on customers while blocking renewable energy initiatives. Finally, this report digs into the campaign donations of DTE executives, board members, and PAC to reveal how they utilize dark money to advance their profit-driven agenda.
Ready For Nuclear Energy?: A Policy Review Of The Philippines’ Nuclear Energy Plan And Participation In The Asean Network Of Regulatory Bodies On Atomic Energy,
2022
S. Rajaratnam School of International Studies
Ready For Nuclear Energy?: A Policy Review Of The Philippines’ Nuclear Energy Plan And Participation In The Asean Network Of Regulatory Bodies On Atomic Energy, Julius Cesar Trajano
International Journal of Nuclear Security
Recently, the Philippines has been demonstrating its interest in using nuclear energy, including addressing issues and gaps in its nuclear energy preparations, several of which fall under nuclear security, nuclear emergency preparedness and response, and regulatory capacity. This article argues that the ASEAN member states’ growing regional cooperation in nuclear safety and security, spearheaded by the ASEAN Network of Regulatory Bodies on Atomic Energy (ASEANTOM), can have a strong positive impact on the Philippines’ nuclear energy preparations. ASEANTOM’s regional activities and projects can help the Philippines address some of the current critical gaps and issues in its nuclear energy preparatory …
The Rural Price Tag Of California's Clean Energy Transition,
2022
Singapore Management University
The Rural Price Tag Of California's Clean Energy Transition, Sayd Randle
Research Collection College of Integrative Studies
In the spring of 2019, residents of eastern California’s Owens Valley were on the fight. As is usual in that part of the world—where a century of aggressive water extraction by the Los Angeles Department of Water and Power has left the valley dry—they were angry about a water project dreamed up by some Southern Californians.
Aldi++: Automatic And Parameter-Less Discord And Outlier Detection For Building Energy Load Profiles,
2022
Singapore Management University
Aldi++: Automatic And Parameter-Less Discord And Outlier Detection For Building Energy Load Profiles, Matias Quintana, Till Stoeckmann, Young June Park, Marian Turowski, Veit Hagenmeyer, Clayton Miller
Research Collection College of Integrative Studies
Data-driven building energy prediction is an integral part of the process for measurement and verification, building benchmarking, and building-to-grid interaction. The ASHRAE Great Energy Predictor III (GEPIII) machine learning competition used an extensive meter data set to crowdsource the most accurate machine learning workflow for whole building energy prediction. A significant component of the winning solutions was the pre-processing phase to remove anomalous training data. Contemporary pre-processing methods focus on filtering statistical threshold values or deep learning methods requiring training data and multiple hyper-parameters. A recent method named ALDI (Automated Load profile Discord Identification) managed to identify these discords using …
Targeting Occupant Feedback Using Digital Twins: Adaptive Spatial-Temporal Thermal Preference Sampling To Optimize Personal Comfort Models,
2022
Singapore Management University
Targeting Occupant Feedback Using Digital Twins: Adaptive Spatial-Temporal Thermal Preference Sampling To Optimize Personal Comfort Models, Mahmoud M. Abdelrahman, Clayton Miller
Research Collection College of Integrative Studies
Collecting intensive longitudinal thermal preference data from building occupants is emerging as an innovative means of characterizing the performance of buildings and the people who use them. These techniques have occupants giving subjective feedback using smartphones or smartwatches frequently over the course of days or weeks. The intention is that the data will be collected with high spatial and temporal diversity to best characterize a building and the occupant’s preferences. But in reality, leaving the occupant to respond in an ad-hoc or fixed interval way creates unneeded survey fatigue and redundant data. This paper outlines a scenario-based (virtual experiment) method …
The Demotechnic Index Of Nations, 1980-2018,
2022
University of Arkansas, Fayetteville
The Demotechnic Index Of Nations, 1980-2018, Camden Rainwater
Geosciences Undergraduate Honors Theses
The Demotechnic Index (DI) is a non-dimensional metric that is the scalar multiple of energy consumption over and above that required for mere subsistence of a national population. Thus, the DI is a measure of energy efficiency that scales a country’s industrial energy consumption (called the total technological energy) and the energy required to meet the metabolic demand of the population (called the total metabolic energy). The DI was created by scientist John Vallentyne in 1982, refined in 1994, but never gained popularity or wide use as a sustainability metric. The objective of this thesis was to re-evaluate the DI …
Energy Balances, Thermal Performance, And Heat Stress: Disentangling Occupant Behaviour And Weather Influences In A Dutch Net-Zero Energy Neighborhood,
2022
Singapore Management University
Energy Balances, Thermal Performance, And Heat Stress: Disentangling Occupant Behaviour And Weather Influences In A Dutch Net-Zero Energy Neighborhood, Hussain Kazmi, Merel Keijsers, Fahad Mehmood, Clayton Miller
Research Collection College of Integrative Studies
Decarbonizing the building stock is a central component of global climate change mitigation efforts. In practice, this decarbonization can be achieved by a variety of different measures, including improvements in building energy efficiency, electrification of energy demand to reduce reliance on fossil fuels, and installation of distributed (renewable) generation in conjunction with flexible storage. However, these large-scale, often disruptive changes to the built environment also raise a number of concerns, such as loss of occupant comfort exacerbated by climate change, and introduction of additional stressors on the distribution grid. In this paper, we demonstrate several conclusions using detailed sub-hourly data …
Limitations Of Machine Learning For Building Energy Prediction: Ashrae Great Energy Predictor Iii Kaggle Competition Error Analysis,
2022
Singapore Management University
Limitations Of Machine Learning For Building Energy Prediction: Ashrae Great Energy Predictor Iii Kaggle Competition Error Analysis, Clayton Miller, Bianca Picchetti, Chun Fu, Jovan Pantelic
Research Collection College of Integrative Studies
Research is needed to explore the limitations and potential for improvement of machine learning for building energy prediction. With this aim, the ASHRAE Great Energy Predictor III (GEPIII) Kaggle competition was launched in 2019. This effort was the largest building energy meter machine learning competition of its kind, with 4370 participants who submitted 39,403 predictions. The test dataset included two years of hourly whole building readings from 2380 meters in 1448 buildings at 16 locations. This paper analyzes the various sources and types of residual model error from an aggregation of the competition’s top 50 solutions. This analysis reveals the …
Managing The Phaseout Of Coal Power: A Comparison Of Power Decarbonization Pathways In Jilin Province,
2022
Singapore Management University
Managing The Phaseout Of Coal Power: A Comparison Of Power Decarbonization Pathways In Jilin Province, Weirong Zhang, Zhixu Meng, Jiongjun Yang, Yan Song, Yiou Zhou, Changhong Zhao, Jiahai Yuan
Research Collection School Of Computing and Information Systems
With the periodic goals of reaching carbon emission peak before 2030 and achieving carbon neutrality before 2060 (“dual carbon” goals), China shows its unprecedented determination to coal power phaseout. This research takes Jilin Province to showcase possible pathways of coal power units’ phaseout on provincial level. We set up four different coal power phaseout scenarios, under which their transition cost and effectiveness would be calculated, respectively. In terms of natural resource endowment and electricity demand, Jilin Province would achieve a complete coal power phaseout by 2045 or even by 2040. However, after assessing the effectiveness of power transition under the …
Energy Literacy In Portugal: A System Map And Framework To Increase Energy Literacy Through The Renewable Energy Transition,
2022
SIT Study Abroad
Energy Literacy In Portugal: A System Map And Framework To Increase Energy Literacy Through The Renewable Energy Transition, Molly S. Fox
Independent Study Project (ISP) Collection
Western society lives with a great dependence and an almost simultaneous ignorance of energy consumption (van den Broek, 2019). The systemic landscape of energy knowledge and dissemination is more critical than ever as Portugal races to meet decarbonization goals. This paper fills a knowledge gap by updating the current social landscape of energy literacy in Portugal through a comprehensive system map and framework to increase energy literacy levels through the renewable energy transition. By conducting a semi-systematic literature review, meta-narratives and themes were identified and used to create theoretical concepts, a framework, and a system map. This research found that …
Estimating Stranded Coal Assets In China's Power Sector,
2022
Singapore Management University
Estimating Stranded Coal Assets In China's Power Sector, Weirong Zhang, Mengjia Ren, Junjie Kang, Yiou Zhou, Jiahai Yuan
Research Collection School Of Computing and Information Systems
China has suffered overcapacity in coal power since 2016. With growing electricity demand and an economic crisis due to the Covid-19 pandemic, China faces a dilemma between easing restrictive policies for short-term growth in coal-fired power production and keeping restrictions in place for long-term sustainability. In this paper, we measure the risks faced by China's coal power units to become stranded in the next decade and estimate the associated economic costs for different shareholders. By implementing restrictive policies on coal power expansion, China can avoid 90% of stranded coal assets by 2025.
Low-Cost Thermohygrometers To Assess Thermal Comfort In The Built Environment: A Laboratory Evaluation Of Their Measurement Performance,
2022
Singapore Management University
Low-Cost Thermohygrometers To Assess Thermal Comfort In The Built Environment: A Laboratory Evaluation Of Their Measurement Performance, Francesco Salamone, Giorgia Chinazzo, Ludovico Danza, Clayton Miller, Sergio Sibilio, Massimiliano Masullo
Research Collection College of Integrative Studies
A thermohygrometer is an instrument that is able to measure relative humidity and air temperature, which are two of the fundamental parameters to estimate human thermal comfort. To date, the market offers small and low-cost solutions for this instrument, providing the opportunity to bring electronics closer to the end-user and contributing to the proliferation of a variety of applications and open-source projects. One of the most critical aspects of using low-cost instruments is their measurement reliability. This study aims to determine the measurement performance of seven low-cost thermohygrometers throughout a 10-fold repeatability test in a climatic chamber with air temperatures …
Beem: Data-Driven Building Energy Benchmarking For Singapore,
2022
Singapore Management University
Beem: Data-Driven Building Energy Benchmarking For Singapore, Pandarasamy Arjunan, Kameshwar Poolla, Clayton Miller
Research Collection College of Integrative Studies
Building energy use benchmarking is the process of measuring the energy performance of buildings relative to their peer group for creating awareness and identifying energy-saving opportunities. In this paper, we present the design and implementation of BEEM, a data-driven energy use benchmarking system for buildings in Singapore. The peer groups for comparison are established using a public energy disclosure data set. We use an ensemble tree algorithm for accurately modeling building energy use and for identifying the most influential factors. Our models reduce the prediction error from 24.39% to 6.04%, on average, when compared to the baseline linear regression models, …
Evidence Integration For Coherent Nexus Policy Design: A Mediterranean Perspective On Managing Water-Energy Interactions,
2022
Leiden University
Evidence Integration For Coherent Nexus Policy Design: A Mediterranean Perspective On Managing Water-Energy Interactions, Sarah Giest, Ishani Mukherjee
Research Collection School of Social Sciences
Nexus governance increasingly relies on using data to design policy measures. At the intersection of different policy fields, such as energy and water, data is seen to shed light on complex challenges and have the ability to measure both problems and solutions systematically. In order to analyze the challenges linked to data use in the context of nexus governance, we use a policy design lens and more specifically the perspective of organizational policy instruments to look at the Mediterranean region. We focus on how the design of organizational tools enables or impedes policy coherence and thereby the efficacy of data …
Using Google Trends As A Proxy For Occupant Behavior To Predict Building,
2022
Singapore Management University
Using Google Trends As A Proxy For Occupant Behavior To Predict Building, Chun Fu, Clayton Miller
Research Collection College of Integrative Studies
In recent years, the availability of larger amounts of energy data and advanced machine learning algorithms has created a surge in building energy prediction research. However, one of the variables in energy prediction models, occupant behavior, is crucial for prediction performance but hard-to-measure or time-consuming to collect from each building. This study proposes an approach that utilizes the search volume of topics (e.g., education or Microsoft Excel) on the Google Trends platform as a proxy of occupant behavior and use of buildings. Linear correlations were first examined to explore the relationship between energy meter data and Google Trends search terms …
Heat, Wildfire And Energy Demand: An Examination Of Residential Buildings And Community Equity,
2022
Portland State University
Heat, Wildfire And Energy Demand: An Examination Of Residential Buildings And Community Equity, Chrissi Argyro Antonopoulos
Dissertations and Theses
Extreme heat and wildfire events are becoming more prolific and exacerbated by climate change, carrying significant implications for environmental and social systems. Residential buildings play a central role in protecting people from heat and pollutant exposure during extreme weather events, but the level of protection varies dramatically depending on building energy efficiency and technology availability. Low-income and communities of color have higher energy burdens compared to affluent populations, and underserved communities often do not have financial resources for, or access to, advanced building technologies. This dissertation explores the impacts of extreme heat and wildfire on residential buildings, focused specifically on …
Challenges In Measuring Indicators Of Progress For The Atlantic Action Plan,
2022
Socio-Economic Marine Research Unit, Whitaker Institute, National University of Ireland, Galway, Ireland
Challenges In Measuring Indicators Of Progress For The Atlantic Action Plan, Daniel Norton, Regis Kalaydjian, Stephen Hynes, Arantza Maza Murillas, Javier Fernandez-Macho, Wesley Flannery, Maria Pilar Gonzalez Casimiro, Agnès Marhadour, Zacharoula Kyriazi, Christina Kelly, Raul Prellezo, Marta Escapa, Erwann Quimbert, Noel Ballantyne, Rebecca Corless, Maria Pafi, Yang Yaqi
Journal of Ocean and Coastal Economics
The EU Atlantic Action Plan (AAP) has recently been updated and revised to support ‘blue growth’ along Europe’s western coastal regions. The revisions reflect recent challenges facing the Atlantic Arc maritime economies including the Covid-19 crisis, Brexit and the new requirements of the European Green Deal. This new revision, termed AAP 2.0, also addresses some of the weaknesses highlighted in the original Atlantic Action Plan particularly regarding identifying indicators that may be used to measure progress in the achievement of the Plan’s objectives. Using a database with comparable marine socio-economic data across the Atlantic regions, a number of indicators are …
Participatory Democracy In Dynamic Contexts: A Review Of Regional Transmission Organization Governance In The United States,
2022
Boise State University
Participatory Democracy In Dynamic Contexts: A Review Of Regional Transmission Organization Governance In The United States, Stephanie Lenhart, Dalten Fox
CAES Energy Policy Institute Faculty Publications and Presentations
In the United States, electricity law delineates authority across federal and state jurisdictions, yet many essential electricity system functions are organized at a regional-scale. Seven regional transmission organizations (RTOs) ensure open access to transmission, manage wholesale electricity markets, and maintain transmission system reliability. Each RTO has distinct decision-making processes that emerged from political negotiations and regional contexts. Drawing on participatory governance and institutional design literature, the paper compares RTOs across governance structures and participatory and power dimensions. This research increases the visibility of the existing balance of power in RTO governance, assesses the public interest accountability of current designs, and …
Landscape And Development Trends Of Energy Research,
2022
Analytical and Data Services, Elsevier
Landscape And Development Trends Of Energy Research, Elsevier Analytical Services, Xiamen University, Tan Kah Kee Innovation Laboratory, Collaborative Innovation Center Of Chemistry For Energy Materials
Public Reports
An analysis of the performance of China's research in Energy Science and its subfields, intended to support decision-making for science and technology policymakers.
